What is Python programming language?Python was created in the late 1980s. It’s a high-level scripting language with dynamic typing, and it’s also an extremely popular programming language for the Fintech space. The syntax is simple but powerful enough to get complex work done fast. It’s a top choice in rapidly-moving industries since it doesn’t take as much time to learn as other languages. There’s a lot of buzz around Python right now, as the language continues to gain steam. The TIOBE index shows that this language is about to take the number one spot, which is the position that C currently holds. Another benefit of going with Python is that many biology programmers have already contributed libraries to make Python science-friendly. The documentation for Python also has a section for the scientific audience. This makes it a no-brainer if you believe the language is the right fit for your project. We have noticed that Python is especially popular for biotech startups that we have engaged with over the last four to five years. Relative to other programming languages, it is not as complex to learn and is supportive of predictive analytics and big data integration. What is R programming language?Heard of R? Some of our developers have, but it’s not as prominent as others, though growing in popularity. R programming language is an object-oriented scripting language developed by Ross Ihaka and Robert Gentleman at the University of Auckland in New Zealand. R is based on S-Plus, which is also known as Statistical Analysis System os SAS.It has been used to create useful applications, including statistical packages, data mining tools, web servers, graphical interfaces, etc. The name R comes from “research.” This is because this language is mainly used for doing research-related tasks like statistics, machine learning, graphics, and visualization.While R is a less commonly known programming language, its popularity has grown over the past few years. As of September 2021, it’s in the top 20 languages on the TIOBE index. It has also emerged as a top choice in Biotech because universities, research institutes, and the industry have become more accepting of it for statistical analysis. Now, those interested in working in Biotech see R as one of the top programming languages to learn.R and Python are playing in the same sandbox as they are both data science languages. Therefore, some healthcare firms are including R in their conversations about which is the right language to work with complex and compliance based data.
Can you use other programming languages for Biotech?Ultimately, the right programming language for your project will depend on your specific needs. You should also factor in your requirements for the scalability and maintainability of the application. Initial development is just one part of the story. Choosing from the top programming languages for Biotech requires that you take the full picture into account.Life Sciences is a compliance industry, with sensitive data being exchanged through from R&D, through medical trials, and potentially patient treatment. What you do choose should be able to work well with keeping data HIPAA compliant and maintaining scalability.
Ready to outsource your next Biotech project?Choosing the right methods and the right partner for your project can make a big difference. If you need help with your upcoming Biotech project, we can help. Here at Unosquare, we have over 2,000 successfully completed projects and over 600 engineers. We also have more than 120 distributed teams. Our company knows what it takes to meet and exceed project needs. Want to learn more about what Unosquare can do for your company? Check out our blog here to get more information on what we do and our expertise.